@@ -626,7 +626,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
626626    def  groupby (
627627        self ,
628628        by : Scalar ,
629-         axis : AxisIndex  =  ...,
630629        level : IndexLabel  |  None  =  ...,
631630        as_index : _bool  =  ...,
632631        sort : _bool  =  ...,
@@ -638,7 +637,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
638637    def  groupby (
639638        self ,
640639        by : DatetimeIndex ,
641-         axis : AxisIndex  =  ...,
642640        level : IndexLabel  |  None  =  ...,
643641        as_index : _bool  =  ...,
644642        sort : _bool  =  ...,
@@ -650,7 +648,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
650648    def  groupby (
651649        self ,
652650        by : TimedeltaIndex ,
653-         axis : AxisIndex  =  ...,
654651        level : IndexLabel  |  None  =  ...,
655652        as_index : _bool  =  ...,
656653        sort : _bool  =  ...,
@@ -662,7 +659,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
662659    def  groupby (
663660        self ,
664661        by : PeriodIndex ,
665-         axis : AxisIndex  =  ...,
666662        level : IndexLabel  |  None  =  ...,
667663        as_index : _bool  =  ...,
668664        sort : _bool  =  ...,
@@ -674,7 +670,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
674670    def  groupby (
675671        self ,
676672        by : IntervalIndex [IntervalT ],
677-         axis : AxisIndex  =  ...,
678673        level : IndexLabel  |  None  =  ...,
679674        as_index : _bool  =  ...,
680675        sort : _bool  =  ...,
@@ -686,7 +681,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
686681    def  groupby (
687682        self ,
688683        by : MultiIndex  |  GroupByObjectNonScalar ,
689-         axis : AxisIndex  =  ...,
690684        level : IndexLabel  |  None  =  ...,
691685        as_index : _bool  =  ...,
692686        sort : _bool  =  ...,
@@ -698,7 +692,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
698692    def  groupby (
699693        self ,
700694        by : None ,
701-         axis : AxisIndex ,
702695        level : IndexLabel ,  # level is required when by=None (passed as positional) 
703696        as_index : _bool  =  ...,
704697        sort : _bool  =  ...,
@@ -710,7 +703,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
710703    def  groupby (
711704        self ,
712705        by : None  =  ...,
713-         axis : AxisIndex  =  ...,
714706        * ,
715707        level : IndexLabel ,  # level is required when by=None (passed as keyword) 
716708        as_index : _bool  =  ...,
@@ -723,7 +715,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
723715    def  groupby (
724716        self ,
725717        by : Series [SeriesByT ],
726-         axis : AxisIndex  =  ...,
727718        level : IndexLabel  |  None  =  ...,
728719        as_index : _bool  =  ...,
729720        sort : _bool  =  ...,
@@ -735,7 +726,6 @@ class Series(IndexOpsMixin[S1], NDFrame):
735726    def  groupby (
736727        self ,
737728        by : CategoricalIndex  |  Index  |  Series ,
738-         axis : AxisIndex  =  ...,
739729        level : IndexLabel  |  None  =  ...,
740730        as_index : _bool  =  ...,
741731        sort : _bool  =  ...,
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